Paper Citation Record · LEDGER

Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate

As of 15 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 6 inbound Pith citation observations for arXiv:2407.20505.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2407.20505 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 6 of 6 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-11T13:52:06.484604Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-05-15T17:50:12.409367Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation cfa5d143-135e-4569-8abe-090e11a02b95 · inbound

Hallucination of Multimodal Large Language Models: A Survey cites this paper.

Hallucination of Multimodal Large Language Models: A Survey Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate

Reference 111

Resolution: verified exact; arxiv_id, observed 2026-05-11T12:33:33.967039Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation ca673e37-1847-4c5e-81fc-948085644f94 · inbound

Defending LVLMs Against Vision Attacks through Partial-Perception Supervision cites this paper.

Defending LVLMs Against Vision Attacks through Partial-Perception Supervision Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-11T13:52:06.484604Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e153871-262c-45a5-87e0-7d562cf067a1 · inbound

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks cites this paper.

Hallucination Mitigation using Agentic AI Natural Language-Based Frameworks Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-10T18:47:54.272416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 790a7b4f-77f9-48d3-9e00-37211a188720 · inbound

Mirage in the Eyes: Hallucination Attack on Multi-modal Large Language Models with Only Attention Sink cites this paper.

Mirage in the Eyes: Hallucination Attack on Multi-modal Large Language Models with Only Attention Sink Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-10T14:29:28.033866Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cd011a95-d2d5-4483-9efa-b332a6b945ee · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate

Reference 179

Resolution: unresolved; no resolver link, observed 2026-08-05T20:29:00.909289Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6737f466-4d02-460e-9cdc-12164fdd586d · inbound

ContextCov: Deriving and Enforcing Executable Constraints from Agent Instruction Files cites this paper.

ContextCov: Deriving and Enforcing Executable Constraints from Agent Instruction Files Interpreting and Mitigating Hallucination in MLLMs through Multi-agent Debate

Reference 44

Resolution: verified exact; arxiv_id, observed 2026-05-15T17:50:12.414745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.